Mar 28, 2024  
Undergraduate Catalog 2016-2017 
    
Undergraduate Catalog 2016-2017 [ARCHIVED CATALOG]

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ECE 5730 - Foundations of Neural Networks


Biological and artificial neural networks from an electrical and computer engineering perspective. Neuron anatomy. Electrical signaling, learning, and memory in biological neural networks. Development of neural network circuit models. Artificial neural systems including multilayer feedforward neural networks, Hopfield networks, and associative memories. Electronic implementations and engineering applications of neural networks.

Credits: 3 hours

Restrictions: This course is restricted to graduate students in either Computer Engineering or Electrical Engineering. Senior undergraduates may take the course with departmental approval.



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